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filter:AIAPIBlockchainCareerCertificationCivic TechClaude CodeComputer VisionData PipelineData ScienceDev ToolsEdge AIEmbeddedFDEFinTechFull StackGoogle CloudHackathonLLMMachine LearningMicrosoftNext.jsNode.jsOpen SourceOpenCVPathway AIRAGResponsible DisclosureRoboticsRustSIHSTM32SecuritySensor FusionSmart ContractsStellarStreamlitTeamworkTensorFlowVoice AIWeb SecurityWeb3YOLOv8npm· 4 posts

ArUco Marker Navigation for Robots on STM32

Print a marker, stick it on a wall, point a camera at it, and the robot drives itself there. No joystick, no remote, no pre-mapped path.

RoboticsComputer VisionSTM32
Jan 28, 20261 min read

Cheap Robot Positioning Without LiDAR

Mecanum wheels slip constantly, so encoders lie. LiDAR costs $300+. Two cheap sensors do the job for about $5.

RoboticsSensor FusionSTM32
Jan 19, 20261 min read

Indoor Robot Positioning From a $5 Mouse Sensor

A mouse already knows exactly how far it moved across your desk. Put a webcam lens in front of it and it works from 6cm up.

RoboticsComputer VisionSTM32
Jan 18, 20261 min read

Running YOLOv8 on an STM32MP257 for Tic-Tac-Toe

A camera that sees a tic-tac-toe board, a robotic arm that knows where every piece is, and a chip running it all without touching the cloud.

AIEmbeddedSTM32
Dec 29, 20251 min read